Current Research
Swarm Intelligence
- Research on some major Swarm Intelligence Algorithms, Artificial Bee Colony Algorithm, Bacterial Chemotaxis Optimization Algorithm, Ant Colony Optimization (ACO) and Particle Swarm Optimization (PSO) and their improvements.
- And apply them into mathematical optimization problems, such as function optimization problems, TSP and related problems in chaos control.
Evolutionary Computation
- Realizations, improvements and convergence analysis of Genetic Algorithms, Particle Swarm Optimization, Differential Evolution and related Evolutionary methods.
- Research on some Intelligence Algorithms in Bio-informatics, for instance, Evolutionary Computation and comparisons with the classic optimization methods.
- And apply them into chaos systems' control and synchronization related to Bio-informatics, studying the chaotic characters and non-Lyapunov methods for chaos.
Quantum Intelligence
- Deterministic global optimization methods and intelligence computation methods inspired by Quantum algorithms.
- Chaos control and chaos feedback synchronization and etc. by Evolutionary Computation
- Parameters' estimation online for Lorenz & L\"{u} chaos
- Unstable periodical orbits
- Feedback synchronization of H\'{e}non and other chaos.
Nonlinear optimizations
- Mainly in convergence analysis of Trust region algorithms' and related methods.